Overview

Dataset statistics

Number of variables26
Number of observations1456
Missing cells548
Missing cells (%)1.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory584.3 KiB
Average record size in memory411.0 B

Variable types

NUM23
CAT3

Reproduction

Analysis started2020-03-24 23:30:12.635709
Analysis finished2020-03-24 23:33:06.862445
Versionpandas-profiling v2.5.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
week_start_date has a high cardinality: 1049 distinct values High cardinality
id has a high cardinality: 1456 distinct values High cardinality
reanalysis_avg_temp_k is highly correlated with reanalysis_air_temp_kHigh Correlation
reanalysis_air_temp_k is highly correlated with reanalysis_avg_temp_kHigh Correlation
reanalysis_sat_precip_amt_mm is highly correlated with precipitation_amt_mmHigh Correlation
precipitation_amt_mm is highly correlated with reanalysis_sat_precip_amt_mmHigh Correlation
reanalysis_specific_humidity_g_per_kg is highly correlated with reanalysis_dew_point_temp_kHigh Correlation
reanalysis_dew_point_temp_k is highly correlated with reanalysis_specific_humidity_g_per_kgHigh Correlation
reanalysis_tdtr_k is highly correlated with reanalysis_max_air_temp_kHigh Correlation
reanalysis_max_air_temp_k is highly correlated with reanalysis_tdtr_kHigh Correlation
ndvi_ne has 194 (13.3%) missing values Missing
ndvi_nw has 52 (3.6%) missing values Missing
ndvi_se has 22 (1.5%) missing values Missing
ndvi_sw has 22 (1.5%) missing values Missing
station_avg_temp_c has 43 (3.0%) missing values Missing
station_diur_temp_rng_c has 43 (3.0%) missing values Missing
station_max_temp_c has 20 (1.4%) missing values Missing
station_precip_mm has 22 (1.5%) missing values Missing
week_start_date only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
precipitation_amt_mm has 239 (16.4%) zeros Zeros
reanalysis_sat_precip_amt_mm has 239 (16.4%) zeros Zeros
station_precip_mm has 42 (2.9%) zeros Zeros
total_cases has 100 (6.9%) zeros Zeros

Variables

city
Categorical

Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size22.8 KiB
sj
936
iq
520
ValueCountFrequency (%) 
sj 936 64.3%
 
iq 520 35.7%
 

Length

Max length2
Mean length2
Min length2
ValueCountFrequency (%) 
Lowercase_Letter 4 100.0%
 
ValueCountFrequency (%) 
Latin 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

year
Real number (ℝ≥0)

Distinct count21
Unique (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2001.031593
Minimum1990
Maximum2010
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum1990
5-th percentile1991
Q11997
median2002
Q32005
95-th percentile2009
Maximum2010
Range20
Interquartile range (IQR)8

Descriptive statistics

Standard deviation5.408313996
Coefficient of variation (CV)0.002702762922
Kurtosis-0.8870678947
Mean2001.031593
Median Absolute Deviation (MAD)4.522859181
Skewness-0.4038904198
Sum2913502
Variance29.24986028
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1990. 1999.5 2007.5 2010. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2001 104 7.1%
 
2003 104 7.1%
 
2002 104 7.1%
 
2007 104 7.1%
 
2006 104 7.1%
 
2005 104 7.1%
 
2004 104 7.1%
 
2000 78 5.4%
 
2008 69 4.7%
 
1991 52 3.6%
 
Other values (11) 529 36.3%
 
ValueCountFrequency (%) 
1990 35 2.4%
 
1991 52 3.6%
 
1992 52 3.6%
 
1993 52 3.6%
 
1994 52 3.6%
 
ValueCountFrequency (%) 
2010 26 1.8%
 
2009 52 3.6%
 
2008 69 4.7%
 
2007 104 7.1%
 
2006 104 7.1%
 

weekofyear
Real number (ℝ≥0)

Distinct count53
Unique (%)3.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.50343407
Minimum1
Maximum53
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum1
5-th percentile3
Q113.75
median26.5
Q339.25
95-th percentile50
Maximum53
Range52
Interquartile range (IQR)25.5

Descriptive statistics

Standard deviation15.01943718
Coefficient of variation (CV)0.5666977776
Kurtosis-1.19898123
Mean26.50343407
Median Absolute Deviation (MAD)13.00343407
Skewness0.001373119167
Sum38589
Variance225.5834934
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 1. 1.5 53. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
27 28 1.9%
 
26 28 1.9%
 
24 28 1.9%
 
23 28 1.9%
 
22 28 1.9%
 
21 28 1.9%
 
20 28 1.9%
 
19 28 1.9%
 
18 28 1.9%
 
17 28 1.9%
 
Other values (43) 1176 80.8%
 
ValueCountFrequency (%) 
1 28 1.9%
 
2 28 1.9%
 
3 28 1.9%
 
4 28 1.9%
 
5 28 1.9%
 
ValueCountFrequency (%) 
53 5 0.3%
 
52 23 1.6%
 
51 28 1.9%
 
50 28 1.9%
 
49 28 1.9%
 

week_start_date
Categorical

HIGH CARDINALITY
TYPE DATE
UNIFORM
Distinct count1049
Unique (%)72.0%
Missing0
Missing (%)0.0%
Memory size22.8 KiB
2002-07-16
 
2
2000-08-19
 
2
2007-05-07
 
2
2005-04-16
 
2
2001-01-29
 
2
Other values (1044)
1446
ValueCountFrequency (%) 
2002-07-16 2 0.1%
 
2000-08-19 2 0.1%
 
2007-05-07 2 0.1%
 
2005-04-16 2 0.1%
 
2001-01-29 2 0.1%
 
2002-04-09 2 0.1%
 
2007-03-26 2 0.1%
 
2000-07-08 2 0.1%
 
2001-10-01 2 0.1%
 
2004-04-08 2 0.1%
 
Other values (1039) 1436 98.6%
 

Length

Max length10
Mean length10
Min length10
ValueCountFrequency (%) 
Decimal_Number 10 90.9%
 
Dash_Punctuation 1 9.1%
 
ValueCountFrequency (%) 
Common 11 100.0%
 
ValueCountFrequency (%) 
ASCII 11 100.0%
 

ndvi_ne
Real number (ℝ)

MISSING
Distinct count1214
Unique (%)96.2%
Missing194
Missing (%)13.3%
Infinite0
Infinite (%)0.0%
Mean0.1422935374
Minimum-0.40625
Maximum0.5083571
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum-0.40625
5-th percentile-0.07424
Q10.04495
median0.12881665
Q30.248483325
95-th percentile0.36356622
Maximum0.5083571
Range0.9146071
Interquartile range (IQR)0.203533325

Descriptive statistics

Standard deviation0.1405311531
Coefficient of variation (CV)0.9876144461
Kurtosis-0.1339580913
Mean0.1422935374
Median Absolute Deviation (MAD)0.1153998534
Skewness-0.1108412278
Sum179.5744442
Variance0.019749005
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.0969 3 0.2%
 
0.0802 3 0.2%
 
0.1194 3 0.2%
 
0.0455 3 0.2%
 
-0.0479 2 0.1%
 
0.1121 2 0.1%
 
0.1016 2 0.1%
 
0.0632 2 0.1%
 
0.1097 2 0.1%
 
0.0144 2 0.1%
 
Other values (1204) 1238 85.0%
 
(Missing) 194 13.3%
 
ValueCountFrequency (%) 
-0.40625 1 0.1%
 
-0.3214 1 0.1%
 
-0.3084 1 0.1%
 
-0.2902 1 0.1%
 
-0.287 1 0.1%
 
ValueCountFrequency (%) 
0.5083571 1 0.1%
 
0.5010286 1 0.1%
 
0.4934 1 0.1%
 
0.4884 1 0.1%
 
0.4882286 1 0.1%
 

ndvi_nw
Real number (ℝ)

MISSING
Distinct count1365
Unique (%)97.2%
Missing52
Missing (%)3.6%
Infinite0
Infinite (%)0.0%
Mean0.1305525761
Minimum-0.4561
Maximum0.4544286
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum-0.4561
5-th percentile-0.0542933305
Q10.0492166675
median0.1214286
Q30.2166
95-th percentile0.330700005
Maximum0.4544286
Range0.9105286
Interquartile range (IQR)0.1673833325

Descriptive statistics

Standard deviation0.1199990627
Coefficient of variation (CV)0.9191627332
Kurtosis0.05983516898
Mean0.1305525761
Median Absolute Deviation (MAD)0.09740831536
Skewness-0.008168361413
Sum183.2958169
Variance0.01439977504
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.0846 3 0.2%
 
0.07825 3 0.2%
 
0.1127 3 0.2%
 
0.0278 3 0.2%
 
0.0705 2 0.1%
 
0.0815 2 0.1%
 
0.1611 2 0.1%
 
0.2725 2 0.1%
 
0.0702 2 0.1%
 
0.1688 2 0.1%
 
Other values (1355) 1380 94.8%
 
(Missing) 52 3.6%
 
ValueCountFrequency (%) 
-0.4561 1 0.1%
 
-0.3096 1 0.1%
 
-0.2528 1 0.1%
 
-0.2498 1 0.1%
 
-0.2153 1 0.1%
 
ValueCountFrequency (%) 
0.4544286 1 0.1%
 
0.445 1 0.1%
 
0.4371 1 0.1%
 
0.4330143 1 0.1%
 
0.4287714 1 0.1%
 

ndvi_se
Real number (ℝ)

MISSING
Distinct count1395
Unique (%)97.3%
Missing22
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean0.203783189
Minimum-0.01553333
Maximum0.5383143
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum-0.01553333
5-th percentile0.094823095
Q10.155087475
median0.19605
Q30.248845825
95-th percentile0.341862005
Maximum0.5383143
Range0.55384763
Interquartile range (IQR)0.09375835

Descriptive statistics

Standard deviation0.07385973904
Coefficient of variation (CV)0.3624427481
Kurtosis0.5753176264
Mean0.203783189
Median Absolute Deviation (MAD)0.0574706179
Skewness0.5733772074
Sum292.2250931
Variance0.005455261052
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.1343143 2 0.1%
 
0.2658571 2 0.1%
 
0.08821429 2 0.1%
 
0.2047143 2 0.1%
 
0.1886286 2 0.1%
 
0.2273429 2 0.1%
 
0.3020714 2 0.1%
 
0.1908714 2 0.1%
 
0.1842429 2 0.1%
 
0.2154143 2 0.1%
 
Other values (1385) 1414 97.1%
 
(Missing) 22 1.5%
 
ValueCountFrequency (%) 
-0.01553333 1 0.1%
 
0.006183333 1 0.1%
 
0.02834286 1 0.1%
 
0.02988 1 0.1%
 
0.036 1 0.1%
 
ValueCountFrequency (%) 
0.5383143 1 0.1%
 
0.4842857 1 0.1%
 
0.4734 1 0.1%
 
0.45538 1 0.1%
 
0.4438 1 0.1%
 

ndvi_sw
Real number (ℝ)

MISSING
Distinct count1388
Unique (%)96.8%
Missing22
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean0.2023054907
Minimum-0.06345714
Maximum0.5460167
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum-0.06345714
5-th percentile0.088909
Q10.144208725
median0.18945
Q30.24698215
95-th percentile0.368839285
Maximum0.5460167
Range0.60947384
Interquartile range (IQR)0.102773425

Descriptive statistics

Standard deviation0.08390267779
Coefficient of variation (CV)0.4147325784
Kurtosis0.710497942
Mean0.2023054907
Median Absolute Deviation (MAD)0.06521592538
Skewness0.754952134
Sum290.1060737
Variance0.00703965934
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.1882286 3 0.2%
 
0.1688714 3 0.2%
 
0.1830571 2 0.1%
 
0.1876 2 0.1%
 
0.09934286 2 0.1%
 
0.1776429 2 0.1%
 
0.1879571 2 0.1%
 
0.1705857 2 0.1%
 
0.2104571 2 0.1%
 
0.1955571 2 0.1%
 
Other values (1378) 1412 97.0%
 
(Missing) 22 1.5%
 
ValueCountFrequency (%) 
-0.06345714 1 0.1%
 
-0.02248571 1 0.1%
 
0.01025 1 0.1%
 
0.0116 1 0.1%
 
0.02602857 1 0.1%
 
ValueCountFrequency (%) 
0.5460167 1 0.1%
 
0.5457286 1 0.1%
 
0.5148286 1 0.1%
 
0.4934429 1 0.1%
 
0.4898714 1 0.1%
 

precipitation_amt_mm
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS
Distinct count1157
Unique (%)80.2%
Missing13
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean45.76038808
Minimum0
Maximum390.6
Zeros239
Zeros (%)16.4%
Memory size22.8 KiB

Quantile statistics

Minimum0
5-th percentile0
Q19.8
median38.34
Q370.235
95-th percentile121.631
Maximum390.6
Range390.6
Interquartile range (IQR)60.435

Descriptive statistics

Standard deviation43.71553699
Coefficient of variation (CV)0.9553139478
Kurtosis6.780028322
Mean45.76038808
Median Absolute Deviation (MAD)33.48166343
Skewness1.737448864
Sum66032.24
Variance1911.048174
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 239 16.4%
 
34.54 2 0.1%
 
37.28 2 0.1%
 
75.33 2 0.1%
 
86.14 2 0.1%
 
60.71 2 0.1%
 
65.82 2 0.1%
 
9.96 2 0.1%
 
61.8 2 0.1%
 
6.09 2 0.1%
 
Other values (1147) 1186 81.5%
 
(Missing) 13 0.9%
 
ValueCountFrequency (%) 
0 239 16.4%
 
0.49 1 0.1%
 
0.61 1 0.1%
 
0.63 1 0.1%
 
0.78 1 0.1%
 
ValueCountFrequency (%) 
390.6 1 0.1%
 
389.6 1 0.1%
 
287.55 1 0.1%
 
245.73 1 0.1%
 
243.55 1 0.1%
 

reanalysis_air_temp_k
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count1176
Unique (%)81.3%
Missing10
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean298.7018524
Minimum294.6357143
Maximum302.2
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum294.6357143
5-th percentile296.5314286
Q1297.6589286
median298.6464286
Q3299.8335714
95-th percentile300.85
Maximum302.2
Range7.564285714
Interquartile range (IQR)2.174642856

Descriptive statistics

Standard deviation1.362419528
Coefficient of variation (CV)0.004561135181
Kurtosis-0.68168641
Mean298.7018524
Median Absolute Deviation (MAD)1.142314563
Skewness-0.08105671183
Sum431922.8786
Variance1.856186969
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
299.8857143 4 0.3%
 
298.3157143 3 0.2%
 
297.9885714 3 0.2%
 
300.0257143 3 0.2%
 
300.54 3 0.2%
 
300.1185714 3 0.2%
 
297.0442857 3 0.2%
 
298.0614286 3 0.2%
 
297.5371429 3 0.2%
 
299.09 3 0.2%
 
Other values (1166) 1415 97.2%
 
(Missing) 10 0.7%
 
ValueCountFrequency (%) 
294.6357143 1 0.1%
 
294.8457143 1 0.1%
 
294.85 1 0.1%
 
294.9228571 1 0.1%
 
295.1042857 1 0.1%
 
ValueCountFrequency (%) 
302.2 1 0.1%
 
301.6371429 1 0.1%
 
301.4957143 1 0.1%
 
301.4928571 1 0.1%
 
301.4742857 1 0.1%
 

reanalysis_avg_temp_k
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count600
Unique (%)41.5%
Missing10
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean299.2255779
Minimum294.8928571
Maximum302.9285714
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum294.8928571
5-th percentile297.1928571
Q1298.2571429
median299.2892857
Q3300.2071429
95-th percentile301.1196429
Maximum302.9285714
Range8.035714286
Interquartile range (IQR)1.95

Descriptive statistics

Standard deviation1.261715273
Coefficient of variation (CV)0.004216602343
Kurtosis-0.5299515604
Mean299.2255779
Median Absolute Deviation (MAD)1.056810727
Skewness-0.1895440008
Sum432680.1857
Variance1.59192543
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
300.2857143 8 0.5%
 
300.0357143 8 0.5%
 
299.6357143 7 0.5%
 
299.9857143 7 0.5%
 
300.6785714 7 0.5%
 
298.55 7 0.5%
 
299.8428571 7 0.5%
 
300.2071429 7 0.5%
 
299.9428571 7 0.5%
 
299.3785714 6 0.4%
 
Other values (590) 1375 94.4%
 
(Missing) 10 0.7%
 
ValueCountFrequency (%) 
294.8928571 1 0.1%
 
295.2428571 1 0.1%
 
295.4214286 1 0.1%
 
295.7785714 1 0.1%
 
295.9928571 1 0.1%
 
ValueCountFrequency (%) 
302.9285714 1 0.1%
 
302.6142857 1 0.1%
 
302.2 1 0.1%
 
302.1785714 1 0.1%
 
302.1642857 1 0.1%
 

reanalysis_dew_point_temp_k
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count1180
Unique (%)81.6%
Missing10
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean295.2463565
Minimum289.6428571
Maximum298.45
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum289.6428571
5-th percentile292.4746429
Q1294.1189286
median295.6407143
Q3296.46
95-th percentile297.1239286
Maximum298.45
Range8.807142857
Interquartile range (IQR)2.341071428

Descriptive statistics

Standard deviation1.527809846
Coefficient of variation (CV)0.005174695006
Kurtosis-0.1100048135
Mean295.2463565
Median Absolute Deviation (MAD)1.277363474
Skewness-0.7214286743
Sum426926.2314
Variance2.334202926
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
296.6428571 4 0.3%
 
296.9 4 0.3%
 
296.3971429 4 0.3%
 
295.8714286 4 0.3%
 
296.2957143 4 0.3%
 
296.4157143 3 0.2%
 
293.5328571 3 0.2%
 
297.02 3 0.2%
 
295.8342857 3 0.2%
 
295.3242857 3 0.2%
 
Other values (1170) 1411 96.9%
 
(Missing) 10 0.7%
 
ValueCountFrequency (%) 
289.6428571 1 0.1%
 
289.8271429 1 0.1%
 
290.0885714 1 0.1%
 
290.3785714 1 0.1%
 
290.4671429 1 0.1%
 
ValueCountFrequency (%) 
298.45 1 0.1%
 
298.1614286 1 0.1%
 
298.1414286 1 0.1%
 
297.9285714 1 0.1%
 
297.9171429 1 0.1%
 

reanalysis_max_air_temp_k
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count141
Unique (%)9.8%
Missing10
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean303.4271093
Minimum297.8
Maximum314
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum297.8
5-th percentile299.5
Q1301
median302.4
Q3305.5
95-th percentile309.8
Maximum314
Range16.2
Interquartile range (IQR)4.5

Descriptive statistics

Standard deviation3.234600708
Coefficient of variation (CV)0.0106602232
Kurtosis-0.1860766353
Mean303.4271093
Median Absolute Deviation (MAD)2.648151337
Skewness0.8473253059
Sum438755.6
Variance10.46264174
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
301.8 35 2.4%
 
302.3 35 2.4%
 
302.4 32 2.2%
 
302 28 1.9%
 
301.9 28 1.9%
 
302.6 27 1.9%
 
301.4 27 1.9%
 
302.9 27 1.9%
 
302.2 26 1.8%
 
300.1 26 1.8%
 
Other values (131) 1155 79.3%
 
ValueCountFrequency (%) 
297.8 1 0.1%
 
298 1 0.1%
 
298.2 1 0.1%
 
298.4 1 0.1%
 
298.7 2 0.1%
 
ValueCountFrequency (%) 
314 1 0.1%
 
313.2 2 0.1%
 
312.9 1 0.1%
 
312.8 1 0.1%
 
312.7 1 0.1%
 

reanalysis_min_air_temp_k
Real number (ℝ≥0)

Distinct count117
Unique (%)8.1%
Missing10
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean295.7191563
Minimum286.9
Maximum299.9
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum286.9
5-th percentile291.225
Q1293.9
median296.2
Q3297.9
95-th percentile298.9
Maximum299.9
Range13
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.565364105
Coefficient of variation (CV)0.008675001434
Kurtosis-0.2095078885
Mean295.7191563
Median Absolute Deviation (MAD)2.146700202
Skewness-0.67351891
Sum427609.9
Variance6.58109299
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
298 37 2.5%
 
298.7 36 2.5%
 
298.4 33 2.3%
 
298.2 30 2.1%
 
297.5 30 2.1%
 
298.3 29 2.0%
 
298.5 28 1.9%
 
298.8 28 1.9%
 
294.3 28 1.9%
 
296.3 27 1.9%
 
Other values (107) 1140 78.3%
 
ValueCountFrequency (%) 
286.9 1 0.1%
 
287.2 1 0.1%
 
287.3 1 0.1%
 
287.4 1 0.1%
 
287.5 1 0.1%
 
ValueCountFrequency (%) 
299.9 1 0.1%
 
299.6 2 0.1%
 
299.5 5 0.3%
 
299.4 3 0.2%
 
299.3 9 0.6%
 

reanalysis_precip_amt_kg_per_m2
Real number (ℝ≥0)

Distinct count1039
Unique (%)71.9%
Missing10
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean40.15181881
Minimum0
Maximum570.5
Zeros3
Zeros (%)0.2%
Memory size22.8 KiB

Quantile statistics

Minimum0
5-th percentile3.025
Q113.055
median27.245
Q352.2
95-th percentile122.05
Maximum570.5
Range570.5
Interquartile range (IQR)39.145

Descriptive statistics

Standard deviation43.4343989
Coefficient of variation (CV)1.081754207
Kurtosis22.23398352
Mean40.15181881
Median Absolute Deviation (MAD)28.76393015
Skewness3.384061331
Sum58059.53
Variance1886.547008
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.3 7 0.5%
 
11 6 0.4%
 
12.6 5 0.3%
 
10.3 5 0.3%
 
16.4 5 0.3%
 
16.7 5 0.3%
 
16.2 5 0.3%
 
23.6 5 0.3%
 
21.5 5 0.3%
 
3.6 5 0.3%
 
Other values (1029) 1393 95.7%
 
(Missing) 10 0.7%
 
ValueCountFrequency (%) 
0 3 0.2%
 
0.1 1 0.1%
 
0.2 4 0.3%
 
0.3 2 0.1%
 
0.4 1 0.1%
 
ValueCountFrequency (%) 
570.5 1 0.1%
 
362.03 1 0.1%
 
304.52 1 0.1%
 
288.4 1 0.1%
 
279.6 1 0.1%
 
Distinct count1370
Unique (%)94.7%
Missing10
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean82.1619591
Minimum57.78714286
Maximum98.61
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum57.78714286
5-th percentile72.96892857
Q177.17714286
median80.30142857
Q386.35785714
95-th percentile95.82
Maximum98.61
Range40.82285714
Interquartile range (IQR)9.180714286

Descriptive statistics

Standard deviation7.153897366
Coefficient of variation (CV)0.08707067656
Kurtosis-0.3919556275
Mean82.1619591
Median Absolute Deviation (MAD)5.765755562
Skewness0.5739193633
Sum118806.1929
Variance51.17824752
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
78.31142857 3 0.2%
 
79.62857143 2 0.1%
 
79.50285714 2 0.1%
 
78.68285714 2 0.1%
 
76.92 2 0.1%
 
78.33 2 0.1%
 
78.56428571 2 0.1%
 
78.62714286 2 0.1%
 
75.43857143 2 0.1%
 
83.76285714 2 0.1%
 
Other values (1360) 1425 97.9%
 
(Missing) 10 0.7%
 
ValueCountFrequency (%) 
57.78714286 1 0.1%
 
60.64142857 1 0.1%
 
64.65857143 1 0.1%
 
64.68857143 1 0.1%
 
65.28428571 1 0.1%
 
ValueCountFrequency (%) 
98.61 1 0.1%
 
98.45714286 1 0.1%
 
98.34142857 1 0.1%
 
98.13428571 1 0.1%
 
98.13285714 1 0.1%
 

reanalysis_sat_precip_amt_mm
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS
Distinct count1157
Unique (%)80.2%
Missing13
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean45.76038808
Minimum0
Maximum390.6
Zeros239
Zeros (%)16.4%
Memory size22.8 KiB

Quantile statistics

Minimum0
5-th percentile0
Q19.8
median38.34
Q370.235
95-th percentile121.631
Maximum390.6
Range390.6
Interquartile range (IQR)60.435

Descriptive statistics

Standard deviation43.71553699
Coefficient of variation (CV)0.9553139478
Kurtosis6.780028322
Mean45.76038808
Median Absolute Deviation (MAD)33.48166343
Skewness1.737448864
Sum66032.24
Variance1911.048174
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 239 16.4%
 
34.54 2 0.1%
 
37.28 2 0.1%
 
75.33 2 0.1%
 
86.14 2 0.1%
 
60.71 2 0.1%
 
65.82 2 0.1%
 
9.96 2 0.1%
 
61.8 2 0.1%
 
6.09 2 0.1%
 
Other values (1147) 1186 81.5%
 
(Missing) 13 0.9%
 
ValueCountFrequency (%) 
0 239 16.4%
 
0.49 1 0.1%
 
0.61 1 0.1%
 
0.63 1 0.1%
 
0.78 1 0.1%
 
ValueCountFrequency (%) 
390.6 1 0.1%
 
389.6 1 0.1%
 
287.55 1 0.1%
 
245.73 1 0.1%
 
243.55 1 0.1%
 

reanalysis_specific_humidity_g_per_kg
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count1171
Unique (%)81.0%
Missing10
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean16.7464266
Minimum11.71571429
Maximum20.46142857
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum11.71571429
5-th percentile13.99678571
Q115.55714286
median17.08714286
Q317.97821429
95-th percentile18.72321429
Maximum20.46142857
Range8.745714286
Interquartile range (IQR)2.421071429

Descriptive statistics

Standard deviation1.542494255
Coefficient of variation (CV)0.09210885954
Kurtosis-0.4833444842
Mean16.7464266
Median Absolute Deviation (MAD)1.300704663
Skewness-0.5395752911
Sum24215.33286
Variance2.379288527
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
18.48571429 4 0.3%
 
18.09142857 4 0.3%
 
17.70428571 4 0.3%
 
18.48428571 4 0.3%
 
18.20714286 3 0.2%
 
16.75714286 3 0.2%
 
17.89571429 3 0.2%
 
18.18 3 0.2%
 
18.10428571 3 0.2%
 
17.98857143 3 0.2%
 
Other values (1161) 1412 97.0%
 
(Missing) 10 0.7%
 
ValueCountFrequency (%) 
11.71571429 1 0.1%
 
11.96428571 1 0.1%
 
12.11142857 1 0.1%
 
12.33142857 1 0.1%
 
12.36285714 1 0.1%
 
ValueCountFrequency (%) 
20.46142857 1 0.1%
 
20.09142857 1 0.1%
 
20.07857143 1 0.1%
 
19.77285714 1 0.1%
 
19.75428571 1 0.1%
 

reanalysis_tdtr_k
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count519
Unique (%)35.9%
Missing10
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean4.903754199
Minimum1.357142857
Maximum16.02857143
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum1.357142857
5-th percentile1.885714286
Q12.328571429
median2.857142857
Q37.625
95-th percentile12.12142857
Maximum16.02857143
Range14.67142857
Interquartile range (IQR)5.296428571

Descriptive statistics

Standard deviation3.546445095
Coefficient of variation (CV)0.7232102082
Kurtosis-0.2002596562
Mean4.903754199
Median Absolute Deviation (MAD)3.074891087
Skewness1.070845694
Sum7090.828571
Variance12.57727281
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.357142857 21 1.4%
 
2.428571429 17 1.2%
 
2.3 16 1.1%
 
2.471428571 16 1.1%
 
2.242857143 15 1.0%
 
2.071428571 14 1.0%
 
2.571428571 14 1.0%
 
2.542857143 13 0.9%
 
2.328571429 13 0.9%
 
2.157142857 13 0.9%
 
Other values (509) 1294 88.9%
 
ValueCountFrequency (%) 
1.357142857 1 0.1%
 
1.4 1 0.1%
 
1.485714286 1 0.1%
 
1.5 1 0.1%
 
1.571428571 1 0.1%
 
ValueCountFrequency (%) 
16.02857143 1 0.1%
 
15.45714286 1 0.1%
 
14.94285714 1 0.1%
 
14.92857143 1 0.1%
 
14.9 1 0.1%
 

station_avg_temp_c
Real number (ℝ≥0)

MISSING
Distinct count492
Unique (%)34.8%
Missing43
Missing (%)3.0%
Infinite0
Infinite (%)0.0%
Mean27.18578337
Minimum21.4
Maximum30.8
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum21.4
5-th percentile24.83714286
Q126.3
median27.41428571
Q328.15714286
95-th percentile28.94114286
Maximum30.8
Range9.4
Interquartile range (IQR)1.857142857

Descriptive statistics

Standard deviation1.292347463
Coefficient of variation (CV)0.04753762087
Kurtosis-0.1479307864
Mean27.18578337
Median Absolute Deviation (MAD)1.060753156
Skewness-0.5678700748
Sum38413.5119
Variance1.670161965
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
28 17 1.2%
 
27.4 17 1.2%
 
28.3 14 1.0%
 
27.8 14 1.0%
 
27.2 14 1.0%
 
28.1 13 0.9%
 
26.6 13 0.9%
 
27.6 12 0.8%
 
28.4 12 0.8%
 
27.7 12 0.8%
 
Other values (482) 1275 87.6%
 
(Missing) 43 3.0%
 
ValueCountFrequency (%) 
21.4 1 0.1%
 
22.84285714 1 0.1%
 
23.31428571 1 0.1%
 
23.4 1 0.1%
 
23.41428571 2 0.1%
 
ValueCountFrequency (%) 
30.8 1 0.1%
 
30.07142857 1 0.1%
 
30.03333333 1 0.1%
 
30.02857143 1 0.1%
 
30 1 0.1%
 

station_diur_temp_rng_c
Real number (ℝ≥0)

MISSING
Distinct count470
Unique (%)33.3%
Missing43
Missing (%)3.0%
Infinite0
Infinite (%)0.0%
Mean8.059328009
Minimum4.528571429
Maximum15.8
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum4.528571429
5-th percentile5.585714286
Q16.514285714
median7.3
Q39.566666667
95-th percentile12.2
Maximum15.8
Range11.27142857
Interquartile range (IQR)3.052380952

Descriptive statistics

Standard deviation2.128567654
Coefficient of variation (CV)0.2641122996
Kurtosis-0.2541487124
Mean8.059328009
Median Absolute Deviation (MAD)1.772406859
Skewness0.8452591506
Sum11387.83048
Variance4.530800257
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
6.185714286 14 1.0%
 
6.842857143 13 0.9%
 
6.9 13 0.9%
 
6.742857143 13 0.9%
 
6.585714286 12 0.8%
 
6.757142857 12 0.8%
 
7.057142857 12 0.8%
 
6.342857143 12 0.8%
 
6.928571429 12 0.8%
 
7.385714286 12 0.8%
 
Other values (460) 1288 88.5%
 
(Missing) 43 3.0%
 
ValueCountFrequency (%) 
4.528571429 2 0.1%
 
4.585714286 2 0.1%
 
4.614285714 3 0.2%
 
4.628571429 1 0.1%
 
4.671428571 2 0.1%
 
ValueCountFrequency (%) 
15.8 1 0.1%
 
14.9 1 0.1%
 
14.5 1 0.1%
 
14.13333333 2 0.1%
 
14.075 1 0.1%
 

station_max_temp_c
Real number (ℝ≥0)

MISSING
Distinct count73
Unique (%)5.1%
Missing20
Missing (%)1.4%
Infinite0
Infinite (%)0.0%
Mean32.45243733
Minimum26.7
Maximum42.2
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum26.7
5-th percentile28.9
Q131.1
median32.8
Q333.9
95-th percentile35.4
Maximum42.2
Range15.5
Interquartile range (IQR)2.8

Descriptive statistics

Standard deviation1.959318211
Coefficient of variation (CV)0.06037507111
Kurtosis0.2215315492
Mean32.45243733
Median Absolute Deviation (MAD)1.550767859
Skewness-0.2620686601
Sum46601.7
Variance3.838927853
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
32.8 146 10.0%
 
32.2 126 8.7%
 
31.7 112 7.7%
 
33.3 112 7.7%
 
31.1 92 6.3%
 
33.9 73 5.0%
 
29.4 69 4.7%
 
30.6 63 4.3%
 
30 55 3.8%
 
34.4 42 2.9%
 
Other values (63) 546 37.5%
 
ValueCountFrequency (%) 
26.7 2 0.1%
 
27.2 4 0.3%
 
27.8 17 1.2%
 
28.3 31 2.1%
 
28.9 41 2.8%
 
ValueCountFrequency (%) 
42.2 1 0.1%
 
38.6 1 0.1%
 
37.7 1 0.1%
 
37.4 1 0.1%
 
37.2 1 0.1%
 

station_min_temp_c
Real number (ℝ≥0)

Distinct count73
Unique (%)5.1%
Missing14
Missing (%)1.0%
Infinite0
Infinite (%)0.0%
Mean22.10214979
Minimum14.7
Maximum25.6
Zeros0
Zeros (%)0.0%
Memory size22.8 KiB

Quantile statistics

Minimum14.7
5-th percentile19.5
Q121.1
median22.2
Q323.3
95-th percentile24.4
Maximum25.6
Range10.9
Interquartile range (IQR)2.2

Descriptive statistics

Standard deviation1.574066225
Coefficient of variation (CV)0.0712177883
Kurtosis0.2239059557
Mean22.10214979
Median Absolute Deviation (MAD)1.270216855
Skewness-0.307107928
Sum31871.3
Variance2.47768448
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
23.9 135 9.3%
 
22.8 127 8.7%
 
23.3 114 7.8%
 
21.7 113 7.8%
 
24.4 107 7.3%
 
22.2 105 7.2%
 
21.1 99 6.8%
 
20.6 76 5.2%
 
20 51 3.5%
 
21 46 3.2%
 
Other values (63) 469 32.2%
 
ValueCountFrequency (%) 
14.7 1 0.1%
 
16.4 1 0.1%
 
16.8 1 0.1%
 
16.9 1 0.1%
 
17 1 0.1%
 
ValueCountFrequency (%) 
25.6 9 0.6%
 
25 37 2.5%
 
24.4 107 7.3%
 
24.2 1 0.1%
 
23.9 135 9.3%
 

station_precip_mm
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count663
Unique (%)46.2%
Missing22
Missing (%)1.5%
Infinite0
Infinite (%)0.0%
Mean39.32635983
Minimum0
Maximum543.3
Zeros42
Zeros (%)2.9%
Memory size22.8 KiB

Quantile statistics

Minimum0
5-th percentile0.6
Q18.7
median23.85
Q353.9
95-th percentile127.845
Maximum543.3
Range543.3
Interquartile range (IQR)45.2

Descriptive statistics

Standard deviation47.4553143
Coefficient of variation (CV)1.206704981
Kurtosis15.37607645
Mean39.32635983
Median Absolute Deviation (MAD)32.49597696
Skewness2.984022989
Sum56394
Variance2252.006855
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 42 2.9%
 
0.5 19 1.3%
 
3.3 11 0.8%
 
0.8 11 0.8%
 
1.3 10 0.7%
 
7.9 9 0.6%
 
0.3 9 0.6%
 
2.3 9 0.6%
 
9.9 8 0.5%
 
4.1 8 0.5%
 
Other values (653) 1298 89.1%
 
(Missing) 22 1.5%
 
ValueCountFrequency (%) 
0 42 2.9%
 
0.3 9 0.6%
 
0.5 19 1.3%
 
0.6 5 0.3%
 
0.8 11 0.8%
 
ValueCountFrequency (%) 
543.3 1 0.1%
 
350.9 1 0.1%
 
305.9 1 0.1%
 
296.9 1 0.1%
 
293.1 1 0.1%
 

id
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE
Distinct count1456
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size62.8 KiB
sj20011
 
1
sj199642
 
1
iq200452
 
1
iq200328
 
1
sj199116
 
1
Other values (1451)
1451
ValueCountFrequency (%) 
sj20011 1 0.1%
 
sj199642 1 0.1%
 
iq200452 1 0.1%
 
iq200328 1 0.1%
 
sj199116 1 0.1%
 
iq200246 1 0.1%
 
sj19958 1 0.1%
 
sj199235 1 0.1%
 
iq200333 1 0.1%
 
iq20091 1 0.1%
 
Other values (1446) 1446 99.3%
 

Length

Max length8
Mean length7.826923077
Min length7
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 4 28.6%
 
ValueCountFrequency (%) 
Common 10 71.4%
 
Latin 4 28.6%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

total_cases
Real number (ℝ≥0)

ZEROS
Distinct count135
Unique (%)9.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.67513736
Minimum0
Maximum461
Zeros100
Zeros (%)6.9%
Memory size62.8 KiB

Quantile statistics

Minimum0
5-th percentile0
Q15
median12
Q328
95-th percentile81.25
Maximum461
Range461
Interquartile range (IQR)23

Descriptive statistics

Standard deviation43.59600016
Coefficient of variation (CV)1.766798682
Kurtosis36.51253012
Mean24.67513736
Median Absolute Deviation (MAD)23.00335482
Skewness5.273849693
Sum35927
Variance1900.61123
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.5 7.5 18.5 31.5 38.5 76.5 141.5 461. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 100 6.9%
 
6 71 4.9%
 
3 70 4.8%
 
5 70 4.8%
 
2 69 4.7%
 
1 59 4.1%
 
7 58 4.0%
 
4 56 3.8%
 
8 44 3.0%
 
9 43 3.0%
 
Other values (125) 816 56.0%
 
ValueCountFrequency (%) 
0 100 6.9%
 
1 59 4.1%
 
2 69 4.7%
 
3 70 4.8%
 
4 56 3.8%
 
ValueCountFrequency (%) 
461 1 0.1%
 
426 1 0.1%
 
410 1 0.1%
 
395 1 0.1%
 
381 1 0.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

cityyearweekofyearweek_start_datendvi_nendvi_nwndvi_sendvi_swprecipitation_amt_mmreanalysis_air_temp_kreanalysis_avg_temp_kreanalysis_dew_point_temp_kreanalysis_max_air_temp_kreanalysis_min_air_temp_kreanalysis_precip_amt_kg_per_m2reanalysis_relative_humidity_percentreanalysis_sat_precip_amt_mmreanalysis_specific_humidity_g_per_kgreanalysis_tdtr_kstation_avg_temp_cstation_diur_temp_rng_cstation_max_temp_cstation_min_temp_cstation_precip_mmidtotal_cases
0sj1990181990-04-300.1226000.1037250.1984830.17761712.42297.572857297.742857292.414286299.8295.932.0073.36571412.4214.0128572.62857125.4428576.90000029.420.016.0sj1990184
1sj1990191990-05-070.1699000.1421750.1623570.15548622.82298.211429298.442857293.951429300.9296.417.9477.36857122.8215.3728572.37142926.7142866.37142931.722.28.6sj1990195
2sj1990201990-05-140.0322500.1729670.1572000.17084334.54298.781429298.878571295.434286300.5297.326.1082.05285734.5416.8485712.30000026.7142866.48571432.222.841.4sj1990204
3sj1990211990-05-210.1286330.2450670.2275570.23588615.36298.987143299.228571295.310000301.4297.013.9080.33714315.3616.6728572.42857127.4714296.77142933.323.34.0sj1990213
4sj1990221990-05-280.1962000.2622000.2512000.2473407.52299.518571299.664286295.821429301.9297.512.2080.4600007.5217.2100003.01428628.9428579.37142935.023.95.8sj1990226
5sj1990231990-06-04NaN0.1748500.2543140.1817439.58299.630000299.764286295.851429302.4298.126.4979.8914299.5817.2128572.10000028.1142866.94285734.423.939.1sj1990232
6sj1990241990-06-110.1129000.0928000.2050710.2102713.48299.207143299.221429295.865714301.3297.738.6082.0000003.4817.2342862.04285727.4142866.77142932.223.329.7sj1990244
7sj1990251990-06-180.0725000.0725000.1514710.133029151.12299.591429299.528571296.531429300.6298.430.0083.375714151.1217.9771431.57142928.3714297.68571433.922.821.1sj1990255
8sj1990261990-06-250.1024500.1461750.1255710.12360019.32299.578571299.557143296.378571302.1297.737.5182.76857119.3217.7900001.88571428.3285717.38571433.922.821.1sj19902610
9sj1990271990-07-02NaN0.1215500.1606830.20256714.41300.154286300.278571296.651429302.3298.728.4081.28142914.4118.0714292.01428628.3285716.51428633.924.41.1sj1990276

Last rows

cityyearweekofyearweek_start_datendvi_nendvi_nwndvi_sendvi_swprecipitation_amt_mmreanalysis_air_temp_kreanalysis_avg_temp_kreanalysis_dew_point_temp_kreanalysis_max_air_temp_kreanalysis_min_air_temp_kreanalysis_precip_amt_kg_per_m2reanalysis_relative_humidity_percentreanalysis_sat_precip_amt_mmreanalysis_specific_humidity_g_per_kgreanalysis_tdtr_kstation_avg_temp_cstation_diur_temp_rng_cstation_max_temp_cstation_min_temp_cstation_precip_mmidtotal_cases
1446iq2010162010-04-230.2314860.2946860.3316570.24440086.70298.438571299.507143297.678571304.7294.781.4095.99571486.7019.4485717.75714327.8500009.60000033.522.551.1iq2010168
1447iq2010172010-04-300.2397430.2592710.3077860.30794326.00299.048571300.028571296.468571308.4294.623.6087.65714326.0018.0685718.25714328.85000012.12500036.221.435.4iq2010174
1448iq2010182010-05-070.2608140.2557860.2577710.34028673.97297.617143298.585714296.975714304.7294.685.4696.71285773.9718.6028575.71428627.6000009.60000033.221.48.1iq2010182
1449iq2010192010-05-140.1686860.1585000.1330710.14560059.40297.278571297.935714296.738571306.0294.087.3097.44571459.4018.3914296.18571427.40000010.40000033.721.232.0iq2010197
1450iq2010202010-05-210.2630710.2725000.2582710.2445001.15297.648571298.707143293.227143308.7290.18.8078.9985711.1514.90857111.24285725.6333339.20000034.020.02.5iq2010206
1451iq2010212010-05-280.3427500.3189000.2563430.29251455.30299.334286300.771429296.825714309.7294.545.0088.76571455.3018.4857149.80000028.63333311.93333335.422.427.0iq2010215
1452iq2010222010-06-040.1601570.1603710.1360430.22565786.47298.330000299.392857296.452857308.5291.9207.1091.60000086.4718.0700007.47142927.43333310.50000034.721.736.6iq2010228
1453iq2010232010-06-110.2470570.1460570.2503570.23371458.94296.598571297.592857295.501429305.5292.450.6094.28000058.9417.0085717.50000024.4000006.90000032.219.27.4iq2010231
1454iq2010242010-06-180.3339140.2457710.2788860.32548659.67296.345714297.521429295.324286306.1291.962.3394.66000059.6716.8157147.87142925.4333338.73333331.221.016.0iq2010241
1455iq2010252010-06-250.2981860.2329710.2742140.31575763.22298.097143299.835714295.807143307.8292.336.9089.08285763.2217.35571411.01428627.4750009.90000033.722.220.4iq2010254